This session explores how to dynamically render Flutter widgets to power two very different kinds of experiences: deterministic, server-driven UI for regulated environments where compliance and predictability are non-negotiable, and non-deterministic, AI-driven UI generated on the fly using LLMs and the Model Context Protocol (MCP). We'll look at the architectural patterns, trade-offs, and guardrails that make both approaches viable in production.